expression_deep_neural_network
a deep neural expression based classifier demonstrated to fit a unbalanced dataset, expression datasets across the samples. a deep neural expression based classifier demonstrated to fit a unbalanced dataset, expression datasets across the samples where summed and then divided by the length of the total replicates and then i classify them as those which have expression greater than 100 as 1 and those which have lower than 100 as 0 and build this neural network. Another optimization would be to the dropoutlayer and also present a normalizing approach, which can make the expression unbiasness looks straight. I am working on the same so that the deviations caused by the change in the wide expression is not a problem.
Gaurav Sablok
ORCID: https://orcid.org/0000-0002-4157-9405
WOS: https://www.webofscience.com/wos/author/record/C-5940-2014
RubyGems Published: https://rubygems.org/profiles/sablokgaurav
Python Packages Published : https://pypi.org/user/sablokgaurav/